TYPES OF MACHINE LEARNING
Types of Machine Learning :- Supervised learning :- Makes machine learn explicitly Data with clearly defined output is given Predicts outcome or future. Training Inputs ----->System------->Outputs Application :- Risk Evaluation Fraud Detection Prediction of Financial results Unsupervised Learning :- Machine understands the data. Evaluation is qualitative or indirect. Does not predict/find anything specific. Inputs ----->System------->Outputs Applications :- Item categorization Clustering Customers. Similar item recommendation. Reinforcement Learning :- An approach to Artificial Intelligence It is an reward based learning Machine learns how to act in a certain environment. Rewards<----------| Inputs-------------->System-------------->Outputs--------------------------| Applications :- Robotics Playing Games Self-